Faithin Omaha eBook Collection

Structured Learning and Prediction in Computer Vision introduces the reader to the most popular classes of structured models in computer vision.

Most of the real world applications can be formulated as structured learning problems, in which the output domain can be arbitrary, e.g., a sequence or a graph.

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs. The

Few developments have influenced the field of computer vision in the last decade more than the introduction of statistical machine learning techniques. Particul

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs. The